{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "129dfdc1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5301cfb7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>职位名称</th>\n",
       "      <th>详细链接</th>\n",
       "      <th>工作地点</th>\n",
       "      <th>薪资</th>\n",
       "      <th>公司名称</th>\n",
       "      <th>经验要求</th>\n",
       "      <th>学历</th>\n",
       "      <th>福利</th>\n",
       "      <th>职位信息</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>数据分析（GIS方向）</td>\n",
       "      <td>https://www.lagou.com/jobs/6352539.html</td>\n",
       "      <td>杨浦区</td>\n",
       "      <td>15k-20k</td>\n",
       "      <td>上海树融数据科技有限公司</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>硕士</td>\n",
       "      <td>扁平化管理,快速成长,与大牛共事</td>\n",
       "      <td>职责描述：1.主要为城市数据（交通、规划、地理信息、人口、运营商等数据）分析，模型构建、算法...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>数据分析师</td>\n",
       "      <td>https://www.lagou.com/jobs/6352950.html</td>\n",
       "      <td>嘉定区</td>\n",
       "      <td>8k-15k</td>\n",
       "      <td>上海景域文化传播股份有限公司</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>平台佳,提升快,氛围好</td>\n",
       "      <td>工作职责：1、BOSS系统开发；2、数据魔方系统开发3、SQL分析开发；4、数据分析模型开发...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>商业分析师/数据分析师</td>\n",
       "      <td>https://www.lagou.com/jobs/6266665.html</td>\n",
       "      <td>浦东新区</td>\n",
       "      <td>20k-40k</td>\n",
       "      <td>上海阅文信息技术有限公司</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>本科</td>\n",
       "      <td>Top团队,福利好,环境佳,发展快</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>数据部-数据分析师（SH）</td>\n",
       "      <td>https://www.lagou.com/jobs/6349129.html</td>\n",
       "      <td>长宁区</td>\n",
       "      <td>20k-30k</td>\n",
       "      <td>途家网网络技术（北京）有限公司</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>硕士</td>\n",
       "      <td>发展前景好、绩效奖金、期权激励</td>\n",
       "      <td>工作职责：1、通过SQL收集数据，分析流量、活动、订单等核心数据，形成可视化报表；2、分析用...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>数据分析师</td>\n",
       "      <td>https://www.lagou.com/jobs/6349406.html</td>\n",
       "      <td>杨浦区</td>\n",
       "      <td>25k-50k</td>\n",
       "      <td>遨游酒店信息技术(深圳)有限责任公司</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>本科</td>\n",
       "      <td>弹性上下班;团队有趣;晚餐;打车报销</td>\n",
       "      <td>职位职责： 1、负责商业化指标体系建设和完善，通过对业务的敏锐洞察和理解，构建合理的评价体系...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            职位名称                                     详细链接  工作地点       薪资  \\\n",
       "0    数据分析（GIS方向）  https://www.lagou.com/jobs/6352539.html   杨浦区  15k-20k   \n",
       "1          数据分析师  https://www.lagou.com/jobs/6352950.html   嘉定区   8k-15k   \n",
       "2    商业分析师/数据分析师  https://www.lagou.com/jobs/6266665.html  浦东新区  20k-40k   \n",
       "3  数据部-数据分析师（SH）  https://www.lagou.com/jobs/6349129.html   长宁区  20k-30k   \n",
       "4          数据分析师  https://www.lagou.com/jobs/6349406.html   杨浦区  25k-50k   \n",
       "\n",
       "                 公司名称   经验要求  学历                  福利  \\\n",
       "0        上海树融数据科技有限公司   3-5年  硕士    扁平化管理,快速成长,与大牛共事   \n",
       "1      上海景域文化传播股份有限公司   3-5年  本科         平台佳,提升快,氛围好   \n",
       "2        上海阅文信息技术有限公司   3-5年  本科   Top团队,福利好,环境佳,发展快   \n",
       "3     途家网网络技术（北京）有限公司   3-5年  硕士     发展前景好、绩效奖金、期权激励   \n",
       "4  遨游酒店信息技术(深圳)有限责任公司  5-10年  本科  弹性上下班;团队有趣;晚餐;打车报销   \n",
       "\n",
       "                                                职位信息  \n",
       "0  职责描述：1.主要为城市数据（交通、规划、地理信息、人口、运营商等数据）分析，模型构建、算法...  \n",
       "1  工作职责：1、BOSS系统开发；2、数据魔方系统开发3、SQL分析开发；4、数据分析模型开发...  \n",
       "2                                                NaN  \n",
       "3  工作职责：1、通过SQL收集数据，分析流量、活动、订单等核心数据，形成可视化报表；2、分析用...  \n",
       "4  职位职责： 1、负责商业化指标体系建设和完善，通过对业务的敏锐洞察和理解，构建合理的评价体系...  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('拉钩网招聘_数据分析_上海.csv')\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "bcc29010",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 处理薪资数据，去掉k，K,将每个范围字符串按 - 分割为列表,取均值\n",
    "salary_ser = df[\"薪资\"].str.replace(\"k\", \"\").str.replace(\"K\", \"\").str.split(\"-\", expand=True).astype({0:float, 1:float}).mean(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "11f22383",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 处理经验\n",
    "experience_ser = df[\"经验要求\"].str.replace(\"应届毕业生\",\"0\").str.replace(\"不限\",\"0\").str.replace(\"年以下\",\"\").str.replace(\"年以上\",\"\").str.replace(\"年\",\"\").str.split(\"-\", expand=True).astype({0:float, 1:float}).mean(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "f29fcac5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 处理地区\n",
    "location_df = pd.get_dummies(df['工作地点'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "c9bfbd83",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 处理学历\n",
    "education_df = pd.get_dummies(df[['学历']])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "406d134c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 拼接\n",
    "data = pd.concat([education_df, location_df, experience_ser, salary_ser*1000], axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c0f89d1f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 计算相关系数\n",
    "correlation_matrix = data.corr()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "1dd112b6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0        0.614478\n",
       "学历_本科    0.115058\n",
       "虹口区      0.079368\n",
       "浦东新区     0.070761\n",
       "青浦区      0.064525\n",
       "松江区      0.046009\n",
       "闵行区      0.021388\n",
       "杨浦区     -0.002674\n",
       "黄浦区     -0.017186\n",
       "徐汇区     -0.024820\n",
       "Name: 1, dtype: float64"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 打印与工资相关性最高的10个特征\n",
    "correlation_matrix[1].sort_values(ascending=False)[1:11]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "107ec57e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "d:\\py\\lib\\site-packages\\seaborn\\utils.py:61: UserWarning: Glyph 8722 (\\N{MINUS SIGN}) missing from current font.\n",
      "  fig.canvas.draw()\n",
      "C:\\Users\\lenovo\\AppData\\Roaming\\Python\\Python38\\site-packages\\IPython\\core\\pylabtools.py:152: UserWarning: Glyph 8722 (\\N{MINUS SIGN}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(12,10))\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm') #annot=True在每个单元格上显示相关系数数值，便于精确读取。\n",
    "plt.title('correlation Matrix') \n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "2c06f2ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "X = data.iloc[:, :-1] #删除最后一列的数据\n",
    "y = data[1] #取最后一列的数据\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "6de7a8df",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.preprocessing import StandardScaler, OneHotEncoder\n",
    "from sklearn.compose import ColumnTransformer\n",
    "from sklearn.pipeline import Pipeline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cbf64e71",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[False, False, False, ..., False, False, 4.0],\n",
       "       [False, False, True, ..., False, False, 4.0],\n",
       "       [False, False, True, ..., False, False, 4.0],\n",
       "       ...,\n",
       "       [False, False, True, ..., False, False, 7.5],\n",
       "       [False, False, False, ..., False, False, 0.0],\n",
       "       [False, False, True, ..., False, False, 7.5]], dtype=object)"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X = X.to_numpy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "003a04ea",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([17500., 11500., 30000., 25000., 37500., 22500., 19000.,  4000.,\n",
       "        1500.,  4500., 17500.,  9500., 20000., 20000., 22500., 20000.,\n",
       "       32500., 20000., 22500., 15000., 30000., 16000., 12500., 23500.,\n",
       "       30000., 22500., 22500., 15000., 25000., 24000., 33000., 22500.,\n",
       "       11500., 20000., 22500., 19500., 25000., 45000.,  9000., 20000.,\n",
       "       22500., 27500., 30000., 20000., 27500., 22500., 19500., 11500.,\n",
       "       17500., 17000., 10000., 22500., 15000., 22500., 22500., 22500.,\n",
       "       14000.,  6500., 15000., 27500., 22500., 16500., 22500., 20000.,\n",
       "       20000., 14500., 25000., 15000., 16500., 20000., 15000., 22500.,\n",
       "       15000., 20000., 22500., 35000., 17500., 12000., 20000., 15000.,\n",
       "       15000., 22500., 20000., 12000., 17500., 12500., 15000., 20000.,\n",
       "       23500., 50000., 22500., 16000., 18500., 33000., 22500., 24000.,\n",
       "       20000., 22500., 15000., 16000., 15000., 17500., 17000., 20000.,\n",
       "       13500., 30000., 16500., 27500., 35500., 22500., 15000., 25000.,\n",
       "       30000., 10000., 13500., 21500., 25000., 15000., 19000., 20000.,\n",
       "       25000., 15000., 19000., 37500., 15000., 12500., 12500., 16000.,\n",
       "       15000., 15000., 20000., 27500., 15500., 22500.,  3000., 20000.,\n",
       "       17500., 30000., 20000., 25000., 25000.,  8000., 22500.,  7500.,\n",
       "       22500., 22500., 24000.,  7000., 11500., 30000., 30000., 30000.,\n",
       "       16000., 27000., 17500., 10000., 22500., 22500., 22500., 22500.,\n",
       "       20000., 20000., 30000., 37500., 13500., 30000., 37500., 22500.,\n",
       "       13500., 21500.,  6500., 19000., 11500., 22500., 15000., 30000.,\n",
       "       10000., 27500., 15000., 32500., 37500., 14000., 15000., 30000.,\n",
       "       30000.,  3000., 22500., 14000., 17500., 32500.,  7000., 35000.,\n",
       "       42500., 16000., 25000.,  4000., 25000., 45000., 30000., 22500.,\n",
       "       50000., 12500., 11500., 35000., 22500., 17500., 20000., 22500.,\n",
       "       11500., 30000., 37500.,  4000., 22500., 10000., 30000., 17500.,\n",
       "        8000., 25000., 11500., 22500., 26000., 22500., 12500., 17500.,\n",
       "       80000., 20000., 17500.,  7000., 20000., 22500., 32500., 22500.,\n",
       "       32500., 22500., 22500., 22500., 25000., 30000.,  2500., 16000.,\n",
       "       17500., 20000., 27500., 14000., 30000., 20000.,  3500., 13000.,\n",
       "       40000., 20000.,  8500., 22500.,  1500., 12500., 15000., 20000.,\n",
       "       40000., 22500., 22500., 15000., 15000.,  4500., 15000.,  7000.,\n",
       "       25000., 25000., 15000., 20000., 19000., 30000., 12500., 17500.,\n",
       "       12500., 20000., 21500., 30000., 22500.,  7500., 12500.,  8000.,\n",
       "       16500., 32500., 11500., 27500., 10000., 24000., 22500., 14000.,\n",
       "       12500., 11000., 30000., 15000., 20000.,  5500.,  7500.,  3500.,\n",
       "        4000., 13000., 38000., 16500., 17500., 21500., 12000.,  9000.,\n",
       "       15000., 30000., 17500., 20000.,  9000.,  4500., 40000., 11500.,\n",
       "        3000.,  7000.,  2500., 28000., 10000.,  2500.,  6000.,  4000.,\n",
       "        3000., 22500., 37500.,  3500., 14000., 25000., 22500.,  3500.,\n",
       "       30000., 21500., 30000., 16000.,  3000., 20000.,  3000.,  6000.,\n",
       "       17000., 32500., 16000.,  8500., 27500., 28500., 20000.,  7500.,\n",
       "       30000., 30000., 30000.,  3500., 35000., 16000., 23000., 21500.,\n",
       "       12500., 22500., 22500., 25000., 12500., 20000., 12500., 22500.,\n",
       "       30000., 20000., 25000., 37500., 14000., 23500., 25000., 22500.,\n",
       "       25000., 15000., 15000., 10000., 22500., 27500., 15000., 36500.,\n",
       "       15000., 22000., 22500., 16500., 14000., 13500., 40000., 20000.,\n",
       "       18500., 20000., 15000., 75000.,  9500., 20000., 15000., 20000.,\n",
       "       25000., 20000.,  7000., 17500., 12500., 13500., 18000., 30000.,\n",
       "       45000., 22500., 15000., 15000., 37500., 25000., 35000., 18500.,\n",
       "       16000., 26500., 37500., 25000., 22500., 17500., 21000., 25000.,\n",
       "        2500., 25000., 22500., 20000., 20000., 30000., 17500., 29000.,\n",
       "       22500., 10000., 20000., 37500., 23000., 22500., 31000., 20000.,\n",
       "       30000., 35000., 15000., 21000., 22500., 45000., 25000., 47500.,\n",
       "       16000., 22500., 17000., 32500., 15000., 32500., 24000., 45000.,\n",
       "        7500., 30000.])"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y = y.values\n",
    "y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "d2386990",
   "metadata": {},
   "outputs": [],
   "source": [
    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "b9b013a8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>#sk-container-id-1 {color: black;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>LinearRegression()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">LinearRegression</label><div class=\"sk-toggleable__content\"><pre>LinearRegression()</pre></div></div></div></div></div>"
      ],
      "text/plain": [
       "LinearRegression()"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.linear_model import LinearRegression\n",
    "LR = LinearRegression()\n",
    "LR.fit(X_train, y_train) #拟合"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "a3a1f6c1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([18500., 15000., 15000., 33000., 25000., 22500., 25000., 45000.,\n",
       "       19000., 13000., 27500., 31000., 15000., 25000., 10000., 15000.,\n",
       "       22500., 22500., 17500., 20000., 20000., 20000., 29000.,  4500.,\n",
       "       10000., 22500., 12500., 22500., 30000., 37500., 13000.,  3000.,\n",
       "       16000., 25000., 35000., 22500., 17500., 45000., 12000., 32500.,\n",
       "       22500., 27000., 15000., 20000., 30000., 25000., 12500.,  3000.,\n",
       "       18000., 15000., 20000., 37500., 40000., 20000., 12500.,  9500.,\n",
       "        7000., 20000., 17500.,  4000., 17500., 15000., 14000.,  4000.,\n",
       "       14000., 22500.,  7500., 25000., 15000., 22500., 13500., 22500.,\n",
       "       12500., 35000., 16000., 30000., 30000., 33000., 15000., 14000.,\n",
       "       15500., 11000., 12500., 19500., 22500., 22000., 10000.,  3000.,\n",
       "        6500., 30000.])"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "b9d38e3d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([21730.39292297, 23414.02347882, 16250.4894127 , 33777.48097474,\n",
       "       33003.85462179, 23486.57145356, 31547.22476898, 32079.78289811,\n",
       "       23414.02347882, 11837.90503555, 31483.54415911, 33003.85462179,\n",
       "       25290.52470189, 23486.57145356, 15882.0337714 , 12454.21645827,\n",
       "       21893.71301613, 21730.39292297, 10819.4177166 , 10814.66664638,\n",
       "       17934.11996855, 21375.18243877, 22431.47130117, 12526.76443302,\n",
       "       21779.22473715, 23414.02347882, 10814.66664638, 21730.39292297,\n",
       "       10933.90599559, 31483.54415911, 16477.49011574, 12454.21645827,\n",
       "       23414.02347882, 33003.85462179, 23486.57145356,  8286.27746414,\n",
       "       15895.2789285 , 21893.71301613, 16477.49011574, 33003.85462179,\n",
       "       22480.30311535, 21730.39292297, 21893.71301613, 24589.44632369,\n",
       "       21957.39362601, 18006.66794329, 17934.11996855, 13155.29483647,\n",
       "       22594.79139433, 23414.02347882, 16477.49011574, 33003.85462179,\n",
       "       24254.3419089 , 23414.02347882, 17934.11996855,  9028.69542067,\n",
       "       15473.52769083, 13227.84281122, 16477.49011574, 10933.90599559,\n",
       "       22619.54316723, 17134.88858674, 17139.63965696,  8188.37699059,\n",
       "       23414.02347882, 21957.39362601, 13294.53488836, 19148.18401113,\n",
       "       11659.73614669, 23414.02347882, 21957.39362601, 10415.37541823,\n",
       "       16413.80950586, 24254.3419089 , 23414.02347882, 23414.02347882,\n",
       "       12526.76443302, 31547.22476898, 21957.39362601, 16413.80950586,\n",
       "       19109.54281342, 13668.28050086, 17934.11996855, 23414.02347882,\n",
       "       21893.71301613, 11698.66498366, 19424.25337354,  8188.37699059,\n",
       "       10819.4177166 , 21893.71301613])"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LR.predict(X_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "bac49748",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "7285.1506588213715"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.metrics import mean_squared_error, r2_score\n",
    "np.sqrt(mean_squared_error(y_test, LR.predict(X_test)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "7887d2c8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>学历_不限</th>\n",
       "      <th>学历_大专</th>\n",
       "      <th>学历_本科</th>\n",
       "      <th>学历_硕士</th>\n",
       "      <th>嘉定区</th>\n",
       "      <th>宝山区</th>\n",
       "      <th>徐汇区</th>\n",
       "      <th>普陀区</th>\n",
       "      <th>杨浦区</th>\n",
       "      <th>松江区</th>\n",
       "      <th>浦东新区</th>\n",
       "      <th>虹口区</th>\n",
       "      <th>长宁区</th>\n",
       "      <th>闵行区</th>\n",
       "      <th>闸北区</th>\n",
       "      <th>青浦区</th>\n",
       "      <th>静安区</th>\n",
       "      <th>黄浦区</th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>4.0</td>\n",
       "      <td>17500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>4.0</td>\n",
       "      <td>11500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>4.0</td>\n",
       "      <td>30000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>4.0</td>\n",
       "      <td>25000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>7.5</td>\n",
       "      <td>37500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>445</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>7.5</td>\n",
       "      <td>32500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>446</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>4.0</td>\n",
       "      <td>24000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>447</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>7.5</td>\n",
       "      <td>45000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>448</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>449</th>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>7.5</td>\n",
       "      <td>30000.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>450 rows × 20 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     学历_不限  学历_大专  学历_本科  学历_硕士    嘉定区    宝山区    徐汇区    普陀区    杨浦区    松江区  \\\n",
       "0    False  False  False   True  False  False  False  False   True  False   \n",
       "1    False  False   True  False   True  False  False  False  False  False   \n",
       "2    False  False   True  False  False  False  False  False  False  False   \n",
       "3    False  False  False   True  False  False  False  False  False  False   \n",
       "4    False  False   True  False  False  False  False  False   True  False   \n",
       "..     ...    ...    ...    ...    ...    ...    ...    ...    ...    ...   \n",
       "445  False  False   True  False  False  False  False  False  False  False   \n",
       "446  False  False   True  False  False  False  False  False  False  False   \n",
       "447  False  False   True  False  False  False  False  False  False  False   \n",
       "448  False  False  False   True  False  False  False  False  False  False   \n",
       "449  False  False   True  False  False  False   True  False  False  False   \n",
       "\n",
       "      浦东新区    虹口区    长宁区    闵行区    闸北区    青浦区    静安区    黄浦区    0        1  \n",
       "0    False  False  False  False  False  False  False  False  4.0  17500.0  \n",
       "1    False  False  False  False  False  False  False  False  4.0  11500.0  \n",
       "2     True  False  False  False  False  False  False  False  4.0  30000.0  \n",
       "3    False  False   True  False  False  False  False  False  4.0  25000.0  \n",
       "4    False  False  False  False  False  False  False  False  7.5  37500.0  \n",
       "..     ...    ...    ...    ...    ...    ...    ...    ...  ...      ...  \n",
       "445   True  False  False  False  False  False  False  False  7.5  32500.0  \n",
       "446   True  False  False  False  False  False  False  False  4.0  24000.0  \n",
       "447  False  False  False  False  False   True  False  False  7.5  45000.0  \n",
       "448   True  False  False  False  False  False  False  False  0.0   7500.0  \n",
       "449  False  False  False  False  False  False  False  False  7.5  30000.0  \n",
       "\n",
       "[450 rows x 20 columns]"
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "id": "3cdec708",
   "metadata": {},
   "outputs": [],
   "source": [
    "x1 = [True,\tFalse,\tFalse,\tFalse,\tFalse,\tFalse,\tFalse,\tFalse,\tTrue,\tFalse,\tFalse,\tFalse,\tFalse,\tFalse,\tFalse,\tFalse,\tFalse,\tFalse, 1.0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "6d97270d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([14260.44784994])"
      ]
     },
     "execution_count": 94,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LR.predict([x1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9ac79f15",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
